Ornith-1.0-9B vs. Qwen3.5 vs. Gemma4: A Local AI Battle Royale

Every few weeks a new model lands on Hugging Face with a specific claim: post-trained for agentic coding, tuned for tool use, optimized for terminal workflows. The benchmark numbers that come with the